- Develop deep learning models for prototyping and production purposes according to product feature request
- Design, implement and test model experiments using major deep learning frameworks
- Document experiments findings and results with supporting summary statistics for peer discussion and review (Confluence)
- Provide insights to data collection and annotation and collaborate with the data team for in-house data management and labelling
- Write production and deployment code (dockerization), iterate deployed models for optimal performance and inference speed
- Conduct methodology research in deep learning to drive scalable, real-time implementation
- MS degree in computer science, engineering, or mathematics
- 1+ years of relevant experience in building deep learning solutions for computer vision problems
- 1+ years of relevant experience in building deep learning solutions for NLP problems
- Proficient with at least one major deep learning framework, preferably TensorFlow/Pytorch
- Proficient in Python
- Good CS fundamentals in data structures and algorithm
- Detail-oriented, well organized and self-motivated with a continuous drive to learn, explore and be challenged
- Work well in teams and communicate ideas clearly
- PhD degree in computer science, engineering, or mathematics
- 3+ years of relevant experience in building deep learning solutions for computer vision problems
- 2+ years of relevant experience in building deep learning solutions for NLP problems
- Hands-on experience with Transformers, Bert, and other advanced NLP models
- Hands-on experience with state-of-the-art object detection, semantic segmentation, and image classification models
- Track record of publications in CV and NLP is a plus
- Hands-on experience with model optimization (e.g., network quantization and half-precision training) is a plus
- Prior experience with medial images is a plus
- Prior experience with medial report mining is a BIG plus
- An outstanding start-up culture;
- Transparent, collaborative work environment;
- Competitive compensation
- Excellent Medical, Dental, and Vision coverage
- 401k, paid Vacation and Holiday
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Machine Learning Engineer - Los Angeles, United States - VoxelCloud
Description
Company Description
Founded in 2016, VoxelCloud is a Los Angeles-based leader worldwide in artificial intelligence (AI) analysis of medical images. Backed by Sequoia and Tencent. We help healthcare providers make better/earlier diagnoses and other clinical decisions.
Job Description
The R&D team (located in Los Angeles, CA) is involved with creating innovative solutions using deep learning tailored to the needs of the product lines (Thorax/Retina/Cardio/Skin). We are currently hiring a full-time engineerto join our model team.
Responsibilities:
Qualifications
Basic Qualifications
Preferred Qualifications
Additional Information
We Offer...
All your information will be kept confidential according to EEO guidelines.